diff --git a/deploy/redis-test-data/real-time-compute/compute_data_injection.go b/deploy/redis-test-data/real-time-compute/compute_data_injection.go
index a03318f..5d43f50 100644
--- a/deploy/redis-test-data/real-time-compute/compute_data_injection.go
+++ b/deploy/redis-test-data/real-time-compute/compute_data_injection.go
@@ -71,6 +71,20 @@ func generateMixedData(highMin, lowMin, highBase, lowBase, baseValue, normalBase
 	return data
 }
 
+func generateNormalData(baseValue, normalBase float64) []float64 {
+	totalLength = 500
+	seed := time.Now().UnixNano()
+	source := rand.NewSource(seed)
+	r := rand.New(source)
+
+	data := make([]float64, totalLength)
+	for i := 0; i < totalLength; i++ {
+		change := normalBase - r.Float64()*normalBase*2
+		data[i] = baseValue + change
+	}
+	return data
+}
+
 func main() {
 	rootCtx := context.Background()
 
@@ -103,63 +117,86 @@ func main() {
 	defer cancel()
 
 	for key, measInfo := range measInfos {
-		var highMin, highBase float64
-		var lowMin, lowBase float64
-		var normalBase float64
+		randomType := selectRandomType()
+		var datas []float64
+		if randomType {
+			// 生成正常数据
+			log.Printf("key:%s generate normal data type is %v\n", key, randomType)
+			baseValue := measInfo.BaseValue
+			changes := measInfo.Changes
+			normalBase := changes[0]
+			noramlMin := baseValue - normalBase
+			normalMax := baseValue + normalBase
+			datas = generateNormalData(baseValue, normalBase)
+			allTrue := true
 
-		// TODO 生成一次测试数据
-		changes := measInfo.Changes
-		baseValue := measInfo.BaseValue
-		if len(changes) == 2 {
-			highMin = baseValue + changes[0]
-			lowMin = baseValue + changes[1]
-			highBase = changes[0]
-			lowBase = changes[1]
-			normalBase = changes[0]
-		} else {
-			randomIndex := selectRandomInt()
-			highMin = baseValue + changes[randomIndex]
-			lowMin = baseValue + changes[randomIndex+1]
-			highBase = changes[randomIndex]
-			lowBase = changes[randomIndex+1]
-			normalBase = changes[0]
-		}
-
-		datas := generateMixedData(highMin, lowMin, highBase, lowBase, baseValue, normalBase)
-		// log.Printf("key:%s\n datas:%v\n", key, datas)
-
-		allHigh := true
-		for i := highStart; i < highEnd; i++ {
-			if datas[i] <= highMin {
-				allHigh = false
-				break
-			}
-		}
-		log.Printf("\n// 验证结果 (高值段在 %d-%d): 所有值是否 >  %.2f? %t\n", highStart, highEnd-1, highMin, allHigh)
-
-		allLow := true
-		for i := lowStart; i < lowEnd; i++ {
-			if datas[i] >= lowMin {
-				allLow = false
-				break
-			}
-		}
-		log.Printf("// 验证结果 (低值段在 %d-%d): 所有值是否 < %.2f? %t\n", lowStart, lowEnd-1, lowMin, allLow)
-
-		allTrue := true
-		for i := 0; i < totalLength-1; i++ {
-			value := datas[i]
-			if i < highStart || (i >= highEnd && i < lowStart) || i >= lowEnd {
-				log.Printf("index:%d, value:%.2f\n", i, value)
-				if value >= highMin && value <= lowMin {
+			for i := 0; i < totalLength-1; i++ {
+				value := datas[i]
+				// log.Printf("index:%d, value:%.2f\n", i, value)
+				if value < noramlMin && value > normalMax {
 					allTrue = false
 				}
 			}
+			log.Printf("// 验证结果: 所有值是否 >= %.2f或 <= %.2f %t\n", noramlMin, normalMax, allTrue)
+		} else {
+			// 生成异常数据
+			log.Printf("key:%s generate abnormal data type is %v\n", key, randomType)
+			var highMin, highBase float64
+			var lowMin, lowBase float64
+			var normalBase float64
+
+			// TODO 生成一次测试数据
+			changes := measInfo.Changes
+			baseValue := measInfo.BaseValue
+			if len(changes) == 2 {
+				highMin = baseValue + changes[0]
+				lowMin = baseValue + changes[1]
+				highBase = changes[0]
+				lowBase = changes[1]
+				normalBase = changes[0]
+			} else {
+				randomIndex := selectRandomInt()
+				highMin = baseValue + changes[randomIndex]
+				lowMin = baseValue + changes[randomIndex+1]
+				highBase = changes[randomIndex]
+				lowBase = changes[randomIndex+1]
+				normalBase = changes[0]
+			}
+
+			datas = generateMixedData(highMin, lowMin, highBase, lowBase, baseValue, normalBase)
+			// log.Printf("key:%s\n datas:%v\n", key, datas)
+
+			allHigh := true
+			for i := highStart; i < highEnd; i++ {
+				if datas[i] <= highMin {
+					allHigh = false
+					break
+				}
+			}
+			log.Printf("// 验证结果 (高值段在 %d-%d): 所有值是否 >  %.2f? %t\n", highStart, highEnd-1, highMin, allHigh)
+
+			allLow := true
+			for i := lowStart; i < lowEnd; i++ {
+				if datas[i] >= lowMin {
+					allLow = false
+					break
+				}
+			}
+			log.Printf("// 验证结果 (低值段在 %d-%d): 所有值是否 < %.2f? %t\n", lowStart, lowEnd-1, lowMin, allLow)
+
+			allTrue := true
+			for i := 0; i < totalLength-1; i++ {
+				value := datas[i]
+				if i < highStart || (i >= highEnd && i < lowStart) || i >= lowEnd {
+					// log.Printf("index:%d, value:%.2f\n", i, value)
+					if value >= highMin && value <= lowMin {
+						allTrue = false
+					}
+				}
+			}
+			log.Printf("// 验证结果 (正常段在 %d-%d): 所有值是否 <= %.2f或>= %.2f %t\n", 0, totalLength-1, highMin, lowMin, allTrue)
 		}
-		log.Printf("// 验证结果 (正常段在 %d-%d): 所有值是否 <= %.2f或>= %.2f %t\n", 0, totalLength-1, highMin, lowMin, allTrue)
-
 		log.Printf("启动数据写入程序, Redis Key: %s, 基准值: %.4f, 变化范围: %+v\n", key, measInfo.BaseValue, measInfo.Changes)
-
 		pipe := globalRedisClient.Pipeline()
 		redisZs := make([]redis.Z, 0, totalLength)
 		currentTime := time.Now().UnixNano()
@@ -179,3 +216,9 @@ func main() {
 		}
 	}
 }
+
+func selectRandomType() bool {
+	options := []int{0, 2}
+	randomValue := rand.Intn(len(options))
+	return randomValue != 0
+}
diff --git a/deploy/redis-test-data/util/redis.go b/deploy/redis-test-data/util/redis.go
index d09e5c5..9b75558 100644
--- a/deploy/redis-test-data/util/redis.go
+++ b/deploy/redis-test-data/util/redis.go
@@ -1,3 +1,4 @@
+// Package util provide some utility fun
 package util
 
 import (
@@ -7,6 +8,7 @@ import (
 	"github.com/redis/go-redis/v9"
 )
 
+// InitRedisClient define func to initialize and return a redis client
 func InitRedisClient(redisAddr string) *redis.Client {
 	rdb := redis.NewClient(&redis.Options{
 		Addr:     redisAddr,
diff --git a/real-time-data/compute_analyzer.go b/real-time-data/compute_analyzer.go
index 9733d57..1525734 100644
--- a/real-time-data/compute_analyzer.go
+++ b/real-time-data/compute_analyzer.go
@@ -126,7 +126,7 @@ func analyzeTEDataLogic(ctx context.Context, conf *ComputeConfig, thresholds teE
 	}
 
 	if eventTriggered {
-		command, content := genTEEventCommandAndContent(conf.Action)
+		command, content := genTEEventCommandAndContent(ctx, conf.Action)
 		// TODO 考虑 content 是否可以为空,先期不允许
 		if command == "" || content == "" {
 			logger.Error(ctx, "generate telemetry evnet command or content failed", "action", conf.Action, "command", command, "content", content)
@@ -137,25 +137,29 @@ func analyzeTEDataLogic(ctx context.Context, conf *ComputeConfig, thresholds teE
 	}
 }
 
-func genTEEventCommandAndContent(action map[string]any) (command string, content string) {
+func genTEEventCommandAndContent(ctx context.Context, action map[string]any) (command string, content string) {
 	cmdValue, exist := action["command"]
 	if !exist {
+		logger.Error(ctx, "can not find command variable into action map", "action", action)
 		return "", ""
 	}
 
 	commandStr, ok := cmdValue.(string)
 	if !ok {
+		logger.Error(ctx, "convert command to string type failed", "command", cmdValue, "type", fmt.Sprintf("%T", cmdValue))
 		return "", ""
 	}
 	command = commandStr
 
-	paramsValue, exist := action["parametes"]
+	paramsValue, exist := action["parameters"]
 	if !exist {
+		logger.Error(ctx, "can not find parameters variable into action map", "action", action)
 		return command, ""
 	}
 
-	parameterSlice, ok := paramsValue.([]string)
+	parameterSlice, ok := paramsValue.([]any)
 	if !ok {
+		logger.Error(ctx, "convert parameters to []any type failed", "parameters", paramsValue, "type", fmt.Sprintf("%T", paramsValue))
 		return command, ""
 	}
 
@@ -164,7 +168,12 @@ func genTEEventCommandAndContent(action map[string]any) (command string, content
 		if i > 0 {
 			builder.WriteString(",")
 		}
-		builder.WriteString(parameter)
+		parameterStr, ok := parameter.(string)
+		if !ok {
+			logger.Warn(ctx, "parameter type is incorrect, skip this parameter", "parameter", parameter, "type", fmt.Sprintf("%T", parameter))
+			continue
+		}
+		builder.WriteString(parameterStr)
 	}
 
 	return command, builder.String()
diff --git a/real-time-data/event/event_handlers.go b/real-time-data/event/event_handlers.go
index 63eae64..a161a7d 100644
--- a/real-time-data/event/event_handlers.go
+++ b/real-time-data/event/event_handlers.go
@@ -45,7 +45,7 @@ func handleWarningAction(ctx context.Context, content string) error {
 	// 实际执行发送警告、记录日志等操作
 	actionParams := content
 	// ... logic to send warning level event using actionParams ...
-	logger.Warn(ctx, "trigger Warning event", "message", actionParams)
+	logger.Warn(ctx, "trigger warning event", "message", actionParams)
 	return nil
 }